Linear Warmup With Cosine Annealing
Description
Linear Warmup With Cosine Annealing is a learning rate schedule where we increase the learning rate linearly for updates and then anneal according to a cosine schedule afterwards.
Papers Using This Method
Making Language Model a Hierarchical Classifier and Generator2025-07-17Generative Click-through Rate Prediction with Applications to Search Advertising2025-07-15Behaviour Space Analysis of LLM-driven Meta-heuristic Discovery2025-07-04Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models2025-06-28Large Language Models Acing Chartered Accountancy2025-06-26Cat and Mouse -- Can Fake Text Generation Outpace Detector Systems?2025-06-26Large Language Model-Driven Code Compliance Checking in Building Information Modeling2025-06-25InsertRank: LLMs can reason over BM25 scores to Improve Listwise Reranking2025-06-17M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models2025-06-17Toward a Graph Foundation Model: Pre-Training Transformers With Random Walks2025-06-17NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors2025-06-12Decomposing MLP Activations into Interpretable Features via Semi-Nonnegative Matrix Factorization2025-06-12Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering2025-06-12Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements2025-06-12A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning2025-06-11Latent Multi-Head Attention for Small Language Models2025-06-11Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving2025-06-10AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP2025-06-10Multilingual Hate Speech Detection in Social Media Using Translation-Based Approaches with Large Language Models2025-06-09LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization2025-06-09